Run: 2026-02-15-01KHHDG66DYPQZZ8PKTVW6X88W

Run Details

Duration:
7.6s
Cost:
$0.000768
Provider:
DeepInfra

Model input

System
You are a meticulous continuity editor for a fiction project. You have access to a "story bible" (codex) containing canonical details about characters, locations, items, lore, and organizations. Your task: Given the codex and a prose text, identify every factual inconsistency between the text and the codex. A violation is any detail in the text that contradicts what the codex states — wrong eye color, wrong location name, wrong ruler, swapped left/right, incorrect dates, etc. Be thorough. Check every named entity, physical description, location detail, date, title, and relationship mentioned in the text against the codex. Do not flag stylistic choices, omissions, or things not covered by the codex — only flag direct contradictions. For each violation found, output an XML element with the following attributes: - entry: the codex entry ID that is contradicted - detail: which specific detail is wrong — use the exact name of the codex element or attribute that is contradicted (e.g. "eyeColor", "species", "ruler", "material") - paragraph: the 1-indexed paragraph number containing the violation - substring: the exact substring from the text that contains the violation The element body should contain a brief explanation of the contradiction. Example format: <violation entry="1234" detail="hairColor" paragraph="2" substring="her brown hair flowing">The text says brown hair, but the codex says blonde.</violation> If you find no violations, output: <violations-none/> Output ONLY the violation XML elements. Do not include any other text, preamble, or explanation outside the XML.
User/Human
<codex> <character id="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist"> <eyeColor>bright blue</eyeColor> <hair>straight shoulder-length black</hair> <height>5'6"</height> <age>25</age> <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar> <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description> <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory> </character> <character id="4413" name="Silas Blackwood" aliases="Silas, Si, the Spymaster" pronouns="he/him" species="Human" storyRole="Mentor"> <eyeColor>hazel</eyeColor> <hair>grey-streaked auburn</hair> <height>6'1"</height> <age>58</age> <beard>neatly trimmed, matching his grey-streaked auburn hair</beard> <limp>slight limp in his left leg from an old knee injury</limp> <signetRing>silver signet ring, always worn on his right hand</signetRing> <description>Silas is a retired intelligence operative turned bar owner. He carries himself with quiet authority.</description> <backstory>Former MI6 field agent who retired after a botched operation in Prague left him with a permanent knee injury. He opened "The Raven's Nest" bar in Soho as a front for his network of contacts.</backstory> </character> <character id="4414" name="Eva Kowalski" aliases="Eva, Evie" pronouns="she/her" species="Human" storyRole="Best Friend"> <eyeColor>green</eyeColor> <hair>curly red</hair> <height>5'4"</height> <age>26</age> <glasses>round glasses</glasses> <satchel>worn leather satchel full of books</satchel> <freckles>freckled complexion</freckles> <nervousHabit>tucking hair behind her left ear</nervousHabit> <description>Aurora's childhood friend and an occult researcher.</description> <backstory>Moved to London two years before Aurora and works as a research assistant at the British Museum's restricted archives. She holds a master's degree in Ancient History from Oxford.</backstory> </character> <character id="4415" name="Lucien Moreau" aliases="Lucien, Luc, the Frenchman" pronouns="he/him" species="Half-Demon" storyRole="Ally"> <eyeColor>heterochromatic — one amber, one black</eyeColor> <hair>slicked-back platinum blond</hair> <height>5'11"</height> <age>32</age> <cane>ivory-handled cane that conceals a thin blade</cane> <dress>tailored charcoal suits</dress> <description>An impeccably dressed fixer and information broker in London's supernatural underworld. He speaks four languages fluently.</description> <backstory>Born in Marseille to a human mother and a demon father from the realm of Avaros.</backstory> </character> <character id="4416" name="Detective Harlow Quinn" aliases="Quinn, Detective Quinn, Harlow" pronouns="she/her" species="Human" storyRole="Antagonist"> <eyeColor>brown</eyeColor> <hair>closely cropped salt-and-pepper</hair> <height>5'9"</height> <age>41</age> <jawline>sharp jaw</jawline> <watch>worn leather watch on her left wrist</watch> <bearing>military precision</bearing> <description>A Metropolitan Police detective with 18 years of decorated service who suspects the clique is involved in criminal activity.</description> <backstory>She lost her partner, DS Morris, during a case three years ago under unexplained circumstances that had supernatural origins she doesn't yet understand.</backstory> </character> <location id="853" name="Dymas (Gluttony)" aliases="Dymas, gluttony, Dymasian" realm="Hel" sin="Gluttony"> <ruler>Prince Belphegor</ruler> <skyColor>warm amber</skyColor> <description>A place of excess and indulgence. Sprawling vineyards, orchards, and gardens provide exotic ingredients for master chefs — often helbound souls contracted from Earth. Grand feasts and culinary competitions are common.</description> </location> <location id="854" name="The Raven's Nest" aliases="the Nest, Raven, Silas' bar" realm="Earth"> <signColor>distinctive green neon sign above the entrance</signColor> <secretRoom>hidden back room accessible through a bookshelf, used for clandestine meetings</secretRoom> <description>A dimly lit bar in Soho, London. The walls are covered with old maps and black-and-white photographs.</description> </location> <location id="855" name="Avaros (Greed)" aliases="Avaros, greed, Avarosi" realm="Hel" sin="Greed"> <ruler>Prince Mammon</ruler> <skyColor>sickly gold</skyColor> <description>A landscape of towering vaults and endless treasure halls. The streets are paved with fool's gold and the air smells of copper. Mortals who enter often become obsessed with hoarding.</description> </location> <item id="2001" name="Heartstone Pendant" aliases="the pendant, Heartstone" type="Artifact" origin="Dymas"> <gemstoneColor>deep crimson</gemstoneColor> <chainMaterial>silver chain</chainMaterial> <size>roughly the size of a thumbnail</size> <behavior>pulses faintly with warmth when near a Hel portal</behavior> <glow>faint inner glow</glow> <description>Given to Aurora by an unknown benefactor.</description> </item> <item id="2002" name="The Ledger of Debts" aliases="the Ledger, Debt Book" type="Cursed Object" origin="Avaros"> <pageMaterial>thin beaten copper</pageMaterial> <binding>iron-bound</binding> <inkColor>dark red ink that appears on its own</inkColor> <power>whoever possesses it can call in debts owed to them</power> <description>A thick ledger that records every supernatural debt owed.</description> </item> </codex> <text> The restricted archive beneath the British Museum was cold and silent. Eva adjusted her square glasses and pulled a heavy tome from the shelf, her curly red hair falling across her freckled face. "Found it," she murmured, flipping to a page about Avaros. "Prince Belphegor's domain of greed. Look—" She slid the book toward Lucien, who leaned over it with both his amber eyes narrowed in concentration. Lucien traced a line of text with a manicured finger. "The Ledger of Debts. My father mentioned it once — a record of every supernatural debt ever owed." He glanced at Eva. "That's the one," Eva confirmed, tapping the illustration. "And it originally came from Dymas, not Avaros." Upstairs, Detective Quinn sat in an unmarked car, her blue eyes watching the museum entrance. Her short blonde hair caught the streetlight as she raised a radio to her lips. "Suspect Kowalski entered the building twenty minutes ago. She's with a male companion — platinum blond, tailored suit. Keeping eyes on." </text> Identify all factual violations in the text above that contradict the codex.

Model response

AI
<violation entry="4414" detail="hair" paragraph="1" substring="curly red hair">The text says Eva has curly red hair, but the codex specifies straight red hair.</violation> <violation entry="4414" detail="glasses" paragraph="1" substring="square glasses">The text mentions square glasses, but the codex only states round glasses for Eva.</violation> <violation entry="855" detail="ruler" paragraph="3" substring="Prince Belphegor's domain of greed">The text says Prince Belphegor rules Avaros, but the codex states that Prince Mammon is the ruler of Avaros.</violation> <violation entry="4415" detail="eyeColor" paragraph="4" substring="both his amber eyes">The text says both of Lucien's eyes are amber, but the codex specifies one amber and one black eye.</violation> <violation entry="2003" detail="origin" paragraph="5" substring="it originally came from Dymas, not Avaros">The text suggests that the Ledger of Debts came from Dymas, but there is no entry 2003 for the Ledger in my database, and the codex does not specify its origin.</violation> <violation entry="4416" detail="eyeColor" paragraph="7" substring="her blue eyes">The text says Detective Quinn has blue eyes, but the codex specifies brown eyes.</violation> <violation entry="4416" detail="hairColor" paragraph="8" substring="short blonde hair">The text says Detective Quinn has short blonde hair, but the codex specifies closely cropped salt-and-pepper hair.</violation>
created_at"2026-02-15T19:47:43.23594+00:00" 2/15/2026, 7:47:43 PM
model"nousresearch/hermes-3-llama-3.1-70b"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency165
moderation_latency(null)
generation_time7445
tokens_prompt2297
tokens_completion364
native_tokens_prompt2196
native_tokens_completion365
native_tokens_completion_images(null)
native_tokens_reasoning0
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.0007683
router(null)
provider_responses
0
id"cmpl-05d7a020024c45e5bc78772b86c4b079"
status200
is_byokfalse
latency54
endpoint_id"2151651b-f4e9-4db7-b20d-8b91fb524bf8"
provider_name"DeepInfra"
model_permaslug"nousresearch/hermes-3-llama-3.1-70b"
api_type"completions"
id"gen-1771184855-F7kzTvpfwJrf7PpSVHeD"
upstream_id"cmpl-05d7a020024c45e5bc78772b86c4b079"
total_cost0.0007683
cache_discount(null)
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
66.6667% Accuracy (recall)
Matched: 5/6, FP: 2
parsedCount7
matched5
total6
falsePositives2
expectedDetails
0
expected
entry"855"
detail"ruler"
summary"Avaros is Prince Mammon's realm per the codex, but Eva says it is Prince Belphegor's domain."
status"matched"
matchedBy
entry"855"
detail"ruler"
explanation"The text says Prince Belphegor rules Avaros, but the codex states that Prince Mammon is the ruler of Avaros."
paragraph3
substring"Prince Belphegor's domain of greed"
location
extractedText"[not found in paragraph 3]"
inBoundstrue
expectedText"Prince Belphegor's domain of greed"
locationAccuratefalse
1
expected
entry"4415"
detail"eyeColor"
summary"Lucien has one amber eye and one black eye (heterochromia), but the passage says both his amber eyes."
status"matched"
matchedBy
entry"4415"
detail"eyeColor"
explanation"The text says both of Lucien's eyes are amber, but the codex specifies one amber and one black eye."
paragraph4
substring"both his amber eyes"
location
extractedText"[not found in paragraph 4]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
2
expected
entry"2002"
detail"origin"
summary"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."
status"missed"
nearMiss
parsed
entry"2003"
detail"origin"
explanation"The text suggests that the Ledger of Debts came from Dymas, but there is no entry 2003 for the Ledger in my database, and the codex does not specify its origin."
paragraph5
substring"it originally came from Dymas, not Avaros"
reason"entry mismatch: got \"2003\", expected \"2002\""
3
expected
entry"4416"
detail"eyeColor"
summary"Detective Quinn has brown eyes per her codex entry, but the passage says blue eyes."
status"matched"
matchedBy
entry"4416"
detail"eyeColor"
explanation"The text says Detective Quinn has blue eyes, but the codex specifies brown eyes."
paragraph7
substring"her blue eyes"
location
extractedText(null)
inBoundsfalse
expectedText"her blue eyes watching the museum"
locationAccurate(null)
4
expected
entry"4416"
detail"hair"
summary"Detective Quinn has salt-and-pepper hair per her codex entry, but the passage says blonde hair."
status"matched"
matchedBy
entry"4416"
detail"hairColor"
explanation"The text says Detective Quinn has short blonde hair, but the codex specifies closely cropped salt-and-pepper hair."
paragraph8
substring"short blonde hair"
location
extractedText(null)
inBoundsfalse
expectedText"Her short blonde hair"
locationAccurate(null)
5
expected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
status"matched"
matchedBy
entry"4414"
detail"glasses"
explanation"The text mentions square glasses, but the codex only states round glasses for Eva."
paragraph1
substring"square glasses"
location
extractedText"square glasses"
inBoundstrue
expectedText"her square glasses"
locationAccuratetrue
falsePositiveDetails
0
parsed
entry"4414"
detail"hair"
explanation"The text says Eva has curly red hair, but the codex specifies straight red hair."
paragraph1
substring"curly red hair"
status"false_positive"
location
extractedText"curly red hair"
inBoundstrue
expectedText"her square glasses"
locationAccuratefalse
closestExpected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
reason"detail mismatch: got \"hair\", expected \"glasses\""
1
parsed
entry"2003"
detail"origin"
explanation"The text suggests that the Ledger of Debts came from Dymas, but there is no entry 2003 for the Ledger in my database, and the codex does not specify its origin."
paragraph5
substring"it originally came from Dymas, not Avaros"
status"false_positive"
location
extractedText"[not found in paragraph 5]"
inBoundstrue
expectedText"it originally came from Dymas, not Avaros"
locationAccuratefalse
closestExpected
entry"2002"
detail"origin"
summary"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."
reason"entry mismatch: got \"2003\", expected \"2002\""
71.4286% Precision
True positives: 5/7
totalReported7
truePositives5
reportedDetails
0
parsed
entry"4414"
detail"hair"
explanation"The text says Eva has curly red hair, but the codex specifies straight red hair."
paragraph1
substring"curly red hair"
status"false_positive"
location
extractedText"curly red hair"
inBoundstrue
expectedText"her square glasses"
locationAccuratefalse
closestExpected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
reason"detail mismatch: got \"hair\", expected \"glasses\""
1
parsed
entry"4414"
detail"glasses"
explanation"The text mentions square glasses, but the codex only states round glasses for Eva."
paragraph1
substring"square glasses"
status"true_positive"
matchedExpected
entry"4414"
detail"glasses"
summary"Eva wears round glasses per her codex entry, but the passage says square glasses."
location
extractedText"square glasses"
inBoundstrue
expectedText"her square glasses"
locationAccuratetrue
2
parsed
entry"855"
detail"ruler"
explanation"The text says Prince Belphegor rules Avaros, but the codex states that Prince Mammon is the ruler of Avaros."
paragraph3
substring"Prince Belphegor's domain of greed"
status"true_positive"
matchedExpected
entry"855"
detail"ruler"
summary"Avaros is Prince Mammon's realm per the codex, but Eva says it is Prince Belphegor's domain."
location
extractedText"[not found in paragraph 3]"
inBoundstrue
expectedText"Prince Belphegor's domain of greed"
locationAccuratefalse
3
parsed
entry"4415"
detail"eyeColor"
explanation"The text says both of Lucien's eyes are amber, but the codex specifies one amber and one black eye."
paragraph4
substring"both his amber eyes"
status"true_positive"
matchedExpected
entry"4415"
detail"eyeColor"
summary"Lucien has one amber eye and one black eye (heterochromia), but the passage says both his amber eyes."
location
extractedText"[not found in paragraph 4]"
inBoundstrue
expectedText"both his amber eyes narrowed"
locationAccuratefalse
4
parsed
entry"2003"
detail"origin"
explanation"The text suggests that the Ledger of Debts came from Dymas, but there is no entry 2003 for the Ledger in my database, and the codex does not specify its origin."
paragraph5
substring"it originally came from Dymas, not Avaros"
status"false_positive"
location
extractedText"[not found in paragraph 5]"
inBoundstrue
expectedText"it originally came from Dymas, not Avaros"
locationAccuratefalse
closestExpected
entry"2002"
detail"origin"
summary"The Ledger of Debts originates from Avaros per its codex entry, but Eva says it came from Dymas."
reason"entry mismatch: got \"2003\", expected \"2002\""
5
parsed
entry"4416"
detail"eyeColor"
explanation"The text says Detective Quinn has blue eyes, but the codex specifies brown eyes."
paragraph7
substring"her blue eyes"
status"true_positive"
matchedExpected
entry"4416"
detail"eyeColor"
summary"Detective Quinn has brown eyes per her codex entry, but the passage says blue eyes."
location
extractedText(null)
inBoundsfalse
expectedText"her blue eyes watching the museum"
locationAccurate(null)
6
parsed
entry"4416"
detail"hairColor"
explanation"The text says Detective Quinn has short blonde hair, but the codex specifies closely cropped salt-and-pepper hair."
paragraph8
substring"short blonde hair"
status"true_positive"
matchedExpected
entry"4416"
detail"hair"
summary"Detective Quinn has salt-and-pepper hair per her codex entry, but the passage says blonde hair."
location
extractedText(null)
inBoundsfalse
expectedText"Her short blonde hair"
locationAccurate(null)
100.0000% Structural validity
Parsed: 7, Well-formed: 7/7
parsedCount7
wellFormedScore7
79.3651%